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    pgvector: vector search inside the Postgres you already run

    pgvector adds a vector type, distance operators and approximate indexes to PostgreSQL. Here is the setup, the queries, the index choices and when a separate vector database is still worth it.

    RecallRun Editors · 30 Sept 2026 · 3 min read
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    Vector embeddings explained for developers: similarity, normalisation and the mistakes that hurt search

    What an embedding really is, how cosine similarity and dot product relate, why you should normalise, and the practical mistakes that quietly make semantic search worse.

    RecallRun Editors · 26 Sept 2026 · 3 min read
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